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Emergence of Visual Center-Periphery Spatial Organization in Deep Convolutional Neural Networks

Research at the intersection of computer vision and neuroscience has revealed hierarchical correspondence between layers of deep convolutional neural networks (DCNNs) and cascade of regions along human ventral visual cortex. Recently, studies have uncovered emergence of human interpretable concepts...

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Detalles Bibliográficos
Autores principales: Mohsenzadeh, Yalda, Mullin, Caitlin, Lahner, Benjamin, Oliva, Aude
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7070097/
https://www.ncbi.nlm.nih.gov/pubmed/32170209
http://dx.doi.org/10.1038/s41598-020-61409-0